Publications

11 results for Yuya Jeremy Ong

Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- - Yuya Jeremy Ong
  - Jay Pankaj Gala
  - et al.
- 2024
- IEEE CISOSE 2024
Conference paper
Towards Collecting Royalties for Copyrighted Data for Generative Models
- - Heiko Ludwig
  - Yi Zhou
  - et al.
- 2024
- ICWS 2024
Workshop paper
Incorporating experts’ judgment into machine learning models
- - Hogun Park
  - Aly Megahed
  - et al.
- 2023
- Expert Systems with Applications
Paper
Federated XGBoost on Sample-Wise Non-IID Data
- - Katelinh Jones
  - Yuya Jeremy Ong
  - et al.
- 2022
- Big Data 2022
Workshop paper
End-to-end Simultaneous Prediction and Optimization Framework
- - Bing Zhang
  - Yuya Jeremy Ong
  - et al.
- 2022
- INFORMS 2022
Talk
SimPO: Simultaneous Prediction and Optimization
- - Bing Zhang
  - Yuya Jeremy Ong
  - et al.
- 2022
- SCC 2022
Short paper
The class imbalance problem
- - Fadel Megahed
  - Ying-Ju Chen
  - et al.
- 2021
- Nature Methods
Paper
Temporal Tensor Transformation Network for Multivariate Time Series Prediction
- - Yuya Jeremy Ong
  - Mu Qiao
  - et al.
- 2020
- Big Data 2020
Conference paper
A Modeling Framework For Resolving Conflicts Between Experts’ Intuition And Data-driven AI Models
- - Hogun Park
  - Aly Megahed
  - et al.
- 2020
- INFORMS 2020
Talk
Adaptive Histogram-based Gradient Boosted Trees For Federated Learning
- - Yuya Jeremy Ong
  - Yi Zhou
  - et al.
- 2020
- INFORMS 2020
Talk